Research output per year
Research output per year
Personal profile
Research interests
Dr. Jasmin Lampert leads the Green Data Science application area in the Data Science & AI group at AIT. Her research focuses on the development of geospatial data analysis and machine learning methods to better understand climate change and mitigate its effects.
Education/Academic qualification
Astrophysics, PhD, The non-Gaussian matter power spectrum covariance in the halo model approach, University of Bonn
1 Dec 2004 → 11 Jul 2008
Award Date: 11 Jul 2008
Physics, Master, Quintessence Models with Tracking Behaviour, University of Bonn
1 Oct 1996 → 1 Dec 2002
Award Date: 1 Dec 2002
External positions
Former external affiliation, University of Genoa
1 Feb 2026 → 30 Jun 2026
External affiliation, Institut für Bodenforschung, Department für Wald- und Bodenwissenschaften, University of Natural Resources and Life Sciences Vienna (BOKU)
30 Sept 2023 → …
External affiliation, Swiss Data Science Center - ETH Zurich
1 Apr 2017 → 30 Sept 2017
Keywords
- QC Physics
- Green Data Science
- Physics-informed Machine Learning
- Earth Observation
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities -
SDG 13 Climate Action -
SDG 15 Life on Land -
SDG 17 Partnerships for the Goals
Fingerprint
Dive into the research topics where Jasmin Lampert is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Research output
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Establishing an Earth observation Super-resolution and Validation Framework for Improved Climate Hazard Assessment and Response in Forestry
Lampert, J., Fanta-Jende, P., Thiele, P., Beltrame, L. (Author and Speaker), Salzinger, J., Di Paolo, A., Masari, I., Geremus, F., Bjärhall, A., Schumacher, B. & Duarte, D., 3 May 2026. 1 p.Research output: Poster presentation without proceedings › peer-review
Open Access -
Explainable Machine Learning for diagnosing Data Quality Issues in Dendrometer-Based Tree Growth Time Series
Disarlo, V., Wachsenegger, A., Lampert, J. & Zolles, A., 14 Mar 2026. 1 p.Research output: Poster presentation without proceedings › peer-review
Open Access -
Geometry- and Physics-Aware Dataset Creation for Shadow Removal in High-Resolution Satellite Imagery
Beltrame, L. (Author and Speaker), Salzinger, J. (Speaker), Fanta-Jende, P., Lampert, J., Thiele, P. L., Svoboda, F., Timofte, R. & Körner, M., 8 May 2026.Research output: Poster presentation without proceedings › peer-review
Open Access -
Machine learning based dynamic numerical climate multi-model ensemble weighting for high impact weather affecting the energy infrastructure
Thiele, P. L. (Speaker), Baier, K., Hasel, K., Schellander-Gorgas, T., Lehner, S., Spiekermann, R., Lampert, J., Lexner, A. & Schicker, I., 4 May 2026. 1 p.Research output: Poster presentation without proceedings › peer-review
Open Access -
Advanced Monitoring Techniques and Modelling for Tree Growth under Influence of Climate Change
Duro, R. (Speaker), Wachsenegger, A., Koloszyc, H., Zolles, A., Landivar, C., Gritsch, M., Bronner, G., Posch, L., Villalobos Gasca, A., Lampert, J., Cody, S., Rohrhofer, F. M. & Conti, D., 30 Apr 2025. 2 p.Research output: Poster presentation without proceedings › peer-review
Open AccessFile12 Downloads (Pure)
Activities
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Green AI
Graser, A. (Author and Speaker), Lampert, J. (Author) & Wachsenegger, A. (Author)
26 Aug 2026Activity: Talk or presentation / Lecture › Invited talk to industry or public institution
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DeSEO: Physics-Aware Dataset Creation for High-Resolution Satellite Image Shadow Removal
Beltrame, L. (Author and Speaker), Salzinger, J. (Author), Svoboda, F. (Author), Fanta-Jende, P. (Author), Lampert, J. (Author), Timofte, R. (Author) & Körner, M. (Author)
8 Jul 2026Activity: Talk or presentation / Lecture › Presentation at a scientific conference / workshop
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Principles and challenges of research in socio-economics, natural resources and life sciences
Riegler, M. (Speaker), Lampert, J. (Speaker) & Kühmaier, M. (Speaker)
1 Mar 2026 → 30 Sept 2026Activity: Talk or presentation / Lecture › Lecture
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Digitale Nachhaltigkeit & Infrastruktur: Expert*innenimpulse & Diskussion
Lampert, J. (Speaker, invited), Stelzig, E. (Speaker, invited), Michaelitsch, M. (Speaker, invited), Zotz, A. (Speaker, invited) & Lichtenthaler, M. (Speaker, invited)
20 Nov 2025Activity: Talk or presentation / Lecture › Invited talk to industry or public institution
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Principles and challenges of research in socio-economics, natural resources and life sciences
Riegler, M. (Speaker), Lampert, J. (Speaker) & Holzinger, A. (Speaker)
1 Oct 2025 → 28 Feb 2026Activity: Talk or presentation / Lecture › Lecture